AI Model Integration for Amazon Optimization

₹1500-12500 INR

En curso

Publicado

hace alrededor de 2 meses

₹1500-12500 INR

Pagado a la entrega

Project Overview The project involves evaluating, refining, and integrating machine learning models for Amazon product optimization tasks. The models are designed to enhance Amazon sellers' ad performance by leveraging Keyword Extraction, Reverse ASIN Analysis, Competition Analysis, and Ad Campaign Optimization. The deliverables include functional APIs and scalable deployment using Django and LangChain. Key Deliverables Testing and Refining Models: Evaluate existing models for bugs and inefficiencies. Suggest and implement small improvements to enhance accuracy and performance. Ensure the models are server-ready and scalable. API and Data Integration: Create and test APIs for integrating these models with the backend. Ensure dynamic data exchange with Amazon Seller accounts using Amazon's API documentation (details below). Incorporate API endpoints for tasks like keyword extraction, bid optimization, and performance tracking. LangChain and Django Backend: Integrate the models into the existing LangChain-powered backend. Use Django to structure the backend and manage API interactions. Deployment: Use Microsoft Azure for deployment, ensuring minimal latency and high scalability. Integrate models into the CI/CD pipeline (already set up with Docker, GitHub, and Azure Virtual Server). Milestones The work is divided into the following milestones: Milestone 1: Model Testing and Refinement Test 2-3 models for functionality and identify improvement areas. Apply minor refinements to enhance model accuracy. Deliverable: Functional, refined models. Timeline: 3 days. Milestone 2: API Development and Integration Build APIs for model integration with Django backend. Ensure compliance with Amazon’s API guidelines. Deliverable: API endpoints tested and documented. Timeline: 4 days. Milestone 3: LangChain Integration Integrate models into the existing LangChain-powered framework. Deliverable: Fully functional LangChain integration. Timeline: 2 days. Milestone 4: Deployment and Testing Deploy models to Azure Virtual Server. Perform server testing and ensure readiness for live use. Deliverable: Scalable, deployed models. Timeline: 2 days. Key Models Involved Keyword Extraction using Reverse ASIN Analysis: Extract keywords dynamically based on Amazon product ASINs. Includes sentiment classification and relevance ranking. Ad Campaign Optimization: Use CNN-based models for keyword classification (Profitable, Neutral, Non-Profitable). Automate bid suggestions and adjustments using Amazon’s API. Product Listing Optimization: Optimize bulk listings by analyzing performance data and competitor analysis. Enhance listings for better visibility and ad performance. Amazon API Integration API Documentation References: Bidding Rules Theme-Based Bid Suggestions Performance-Based Budget Rules APIs to Implement: Fetching product metadata (get_product_metadata). Extracting ASIN keywords (get_keywords_for_asin). Reverse ASIN search (search_related_asins). Keyword performance analysis and bid adjustments. Resources Shared NDA: Signed copy is required to proceed. Documentation: Structured Bid Optimization Code. Refined Keyword Extraction Model. Backend Architecture Overview. Mind Maps: For model workflows and integrations. CI/CD Pipeline Details: Docker, GitHub, Azure. Summary: Total Models: 6. Payment Per Model: $10. Milestone-Based Total: $60. Payment Schedule: After each milestone is completed and deliverables are verified. Final payment upon completion of deployment and server testing. Timeline: 11 days (adjusted to fit discussion and expectations). Please let me know if you need further assistance or require additional details. Looking forward to your excellent work on this project! Best regards

Python

Django

Machine Learning (ML)

Data Integration

API Integration

ID del proyecto: 38821021

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12 propuestas

Proyecto remoto

Activo hace 1 mes

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@mohamedk007

With a multifaceted skill set that encompasses API integration, data integration, and Python expertise, I am perfectly positioned to tackle your AI Model Integration for Amazon Optimization project. As an Artificial Intelligence engineer, my experience with LangChain, GPT models, and open-source LLMs aligns directly with the task at hand. Having worked on projects similar to yours, I've not only developed a deep understanding of reverse ASIN analysis and competition analysis but also garnered the ability to enhance Keyword Extraction and Ad Campaign Optimization effectively.

₹6.000 INR en 7 días

0,0

(0 comentarios)

0,0

12 freelancers están ofertando un promedio de ₹7.792 INR por este trabajo

@MQamar123

Hi there! My name is Muhammad and I'm excited to throw my hat in the ring for this project as I believe I possess the perfect skillset for this job. Over the years, I've carved a niche in implementing and maximizing the potentials of AI-infused models across various domains to empower businesses just like yours. Notably, proficient at Python, Django, Microsoft Azure, and having a deep understanding of Amazon's API documentation, I am confident in delivering on the key milestones and promises of enhancing your Amazon optimization tasks. Moreover, being detail-oriented and committed to exceeding client expectations has become my trademark. I understand your need for an NDA-protected workflow; rest assured I fully respect this confidentiality requirement. Above all, it is tailored solutions like extracting keywords based on ASINs with sentiment classification and relevance ranking that separate me from generic developers. My ultimate goal is to provide top-notch results so that your ad performance is optimized through better visibility. Hope to clinch this great opportunity to contribute to your endeavors!

₹1.500 INR en 7 días

4,5

(17 comentarios)

5,4

@mcollinscalz

I would love the opportunity to help optimize your Amazon product listings using my expertise in Machine Learning and Mechanical Engineering. I have a deep understanding of how machine learning models work and my proficiency with Python, ML, and Django aligns perfectly with your requirements. Moreover, my extensive experience in design and simulation assures you that I not only consider functional performance but also manufacturability and assembly in my work. This holistic approach will be instrumental in optimizing your product listings, enhancing both visibility and ad performance. Further, my mastery of statistical analysis and data processing is vital for interpreting performance data and competitor analysis - crucial for effective product listing optimization. Lastly, I understand the importance of security in handling your project documentation. Having worked on various sensitive projects in the past, I am well-versed with maintaining confidentiality and I'm ready to provide NDA as required. With that spoken-word commitment backed by tangible skills and experience, I'm excited about making your advertising on Amazon more effective using AI models! Let's leverage my solid project management

₹17.000 INR en 7 días

3,7

(17 comentarios)

4,5

@dominictutor16

With your project's focus on machine learning, Python, and AI integration, my decade-long experience as a skilled writer and project manager with expertise in these areas makes me an ideal candidate for this project. I have been involved in numerous projects leveraging ML technologies, from designing algorithms to integrating models into existing frameworks. This includes using Python for model development and deployment. I have also worked on projects similar to yours, optimizing product listings through data analysis and competitor assessments while implementing dynamic ASIN-based keyword extraction. My experience includes processing and managing large datasets efficiently to drive actionable insights tailored to enhance product visibility on e-commerce platforms like Amazon. Additionally, I am experienced in using Django with LangChain for scalable deployments, which will be crucial for your project. Furthermore, my knowledge and experience with Azure, Docker, GitHub, and CI/CD pipelines align well with the deployment aspects of the project. Overall, I believe my skills across various disciplines make me a great fit for your AI model integration needs. I am eager to discuss further how we can collaboratively optimize Amazon performance for you.

₹7.000 INR en 2 días

4,9

(2 comentarios)

3,0

@nassimbaggar

Hey, As a data science engineer and Python developer with more than 5 years of experience, this task seems straightforward for me and I can complete it within a few minutes. Please reach out to discuss further. Sincerely, BAGGAR Nassim

₹7.000 INR en 1 día

5,0

(4 comentarios)

2,3

@letsUnlockAI

As an AI/ML Engineer with a focus on using technology to propel businesses forward, I'm truly excited to work on your project to integrate and refine machine learning models for Amazon optimization. My experience and expertise in Machine Learning and Python align perfectly with your needs. I have successfully developed and deployed a range of large-scale AI solutions similar to what you're looking for, including the use of sentiment classification, CNN-based models and deep learning strategies - all hallmarks of this project. On top of the fundamental ML and Python skills required for this task, I'm also well-versed in API integration and data analysis methods - key components necessary for successful delivery of this project's milestones. My previous projects necessitated working closely with Amazon's API documentation, which familiarized me with their guidelines and standards—a significant advantage for our collaboration.

₹7.000 INR en 3 días

5,0

(1 comentario)

2,4

@webmasters486

Hi there, I’ve carefully reviewed the requirements for your GenAI project and I’m confident that my expertise in building NLP pipelines using Hugging Face and LangChain can meet your expectations. My experience includes working with large language models (LLMs) for Retrieval-Augmented Generation (RAG), as well as fine-tuning models with custom datasets to enhance text generation. I’ve successfully completed similar projects where I applied these techniques in Python to build robust, client-specific solutions. I would love the opportunity to discuss how I can leverage my skills to develop a tailored solution for your project. Feel free to take a look at my portfolio to get a sense of the work I’ve done: Portfolio: https://www.freelancer.com/u/webmasters486 Looking forward to hearing from you! Best regards, Muhammad Adil

₹7.000 INR en 2 días

5,0

(1 comentario)

1,2

@mohitsps

As an experienced Python developer with a deep understanding of Django, I am confident in my ability to successfully complete the entirety of your project. Having been immersed in the world of web development for over six years, my skill set extends far beyond Django and Python. I am also well-versed in a wide variety of backend and web technologies such as REST APIs, Flask, and FastAPI amongst others which proves critical for an Amazon optimization project such as yours. However challenging all these may seem, my commitment towards making them right is unyielding and my growth-mindedness will ensure an accurate evaluation of the previously built models to suggest applicable improvements alongside their actualization. I take on each project with passion and dedication because at the end of the day it not only becomes a part of my portfolio but has a great impact on the success and future of the party who entrusts me with it. So let's move mountains together- choose me for this project and let's transform your Amazon optimization game together!

₹7.000 INR en 7 días

5,0

(1 comentario)

0,0

@neetus119

Dear sir/madam, I am offering my services on short notice. Relevant Skills and Experience Please consider me and give me a chance to impress you by my quality services

₹9.999 INR en 3 días

0,0

(0 comentarios)

0,0

@raakeshbandi

Hello there, I have carefully read your project details and would like to express my interest in helping you complete this project. With extensive experience in both project management and full-stack development, I am confident that I can contribute effectively to your goals. I have a strong background in managing projects from inception to completion, ensuring that milestones are met and expectations are exceeded. My expertise in full-stack development allows me to work seamlessly with both front-end and back-end technologies, ensuring that the final product is robust, scalable, and user-friendly. I am committed to delivering high-quality results while maintaining open communication and meeting deadlines. I believe my skills and experience align perfectly with the requirements of your project, and I would be excited to collaborate with you to achieve success. Please feel free to reach out if you would like to discuss further details or have any questions. I look forward to the opportunity to work with you. Regards, Raakesh

₹7.000 INR en 7 días

0,0

(0 comentarios)

0,0

@ashirsabirao

Hi, You are looking for an expert to help with the evaluation, refinement, and integration of machine learning models for Amazon product optimization tasks, which will involve keyword extraction, reverse ASIN analysis, competition analysis, and ad campaign optimization. The goal is to integrate these models into a Django and LangChain-powered backend and deploy them on Microsoft Azure. Here’s a brief overview of what needs to be done: Model Testing and Refinement: Evaluate and refine existing models for better accuracy. Ensure models are server-ready and scalable. API Development and Integration: Develop APIs to integrate the models with the backend. Work with Amazon’s API documentation for dynamic data exchange. LangChain and Django Integration: Integrate the models into the existing LangChain framework. Deployment and Testing: Deploy models on Microsoft Azure with minimal latency and high scalability. Ensure models are ready for live use. Please provide any additional resources or clarifications if needed. I’ll be happy to help. (Drop me a message.)

₹7.000 INR en 11 días

5,0

(1 comentario)

0,2

@navinadhami

Hello there, I can help you to enhance and deploy machine learning models to optimize Amazon product listings and ad campaigns. I will refining keyword extraction, reverse ASIN analysis, and competition analysis and integrate these models with Django APIs, ensuring smooth Amazon API communication, scalability via LangChain, and deployment on Azure for optimal performance. Similar Projects: Amazon Product Optimization with ML Models Description: Developed machine learning models for keyword extraction, bid optimization, and reverse ASIN analysis for Amazon sellers. Integrated APIs for real-time performance tracking and bid adjustments. E-commerce Ad Campaign Automation Description: Built a Django-based backend with LangChain integration for optimizing e-commerce ad campaigns. Implemented dynamic API endpoints for performance tracking and keyword bid adjustments. Technical Skills: Python, Django, LangChain, Azure Deployment Amazon API integration (ASIN, keyword extraction, bidding) Machine Learning (CNN, model optimization, classification) API Development and Integration CI/CD (Docker, GitHub) I am confident that with my technical expertise, I can enhance and deploy the models effectively to optimize Amazon product performance. I look forward to discussing the project further! Regards, Navina

₹10.000 INR en 10 días